2 papers
cs.CV2026
From Images to Decisions: Assistive Computer Vision for Non-Metallic Content Estimation in Scrap Metal
Daniil Storonkin, Ilia Dziub, Maksim Golyadkin +1
Scrap quality directly affects energy use, emissions, and safety in steelmaking. Today, the share of non-metallic inclusions (contamination) is judged visually by inspectors - an a…
cs.LG2025
BinConv: A Neural Architecture for Ordinal Encoding in Time-Series Forecasting
Andrei Chernov, Vitaliy Pozdnyakov, Ilya Makarov
Recent work in time series forecasting has explored reformulating regression as a classification task. By discretizing the continuous target space into bins and predicting over a f…